Linear Layer Leakage on Tiny ImageNet 64x64x3 (train)
72.1Model size overhead (MB)Sparse MANDRAKE
Evaluation results
| Method | Links | |
|---|---|---|
| Sparse MANDRAKEClients=100, Resolution=64x64x3, Batch size=64, Representation=Sparse weights2023.03 | 72.1 | |
| Sparse MANDRAKEClients=1000, Resolution=64x64x3, Batch size=64, Representation=Sparse weights2023.03 | 72.4 | |
| MANDRAKEClients=100, Resolution=64x64x3, Batch size=64, Representation=Dense weights2023.03 | 1,212.1 | |
| Robbing the FedClients=100, Resolution=64x64x3, Batch size=642023.03 | 2,400.1 | |
| MANDRAKEClients=1000, Resolution=64x64x3, Batch size=64, Representation=Dense weights2023.03 | 12,012.4 | |
| Robbing the FedClients=1000, Resolution=64x64x3, Batch size=642023.03 | 24,001 |